Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.

Detalhes bibliográficos
Autor(a) principal: ANDRADE, B. G. N.
Data de Publicação: 2022
Outros Autores: DONATONI, F. A. B., CUADRAT, R. R., CARDOSO, T. F., MALHEIROS, J. M., OLIVEIRA, P. S. N. DE, PETRINI, J., MOURÃO, G. B., COUTINHO, L. L., REECY, J. M., KOLTES, J. E., ZERLOTINI NETO, A., MEDEIROS, S. R. de, BERNDT, A., PALHARES, J. C. P., AFLI, H., REGITANO, L. C. de A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1145925
Resumo: Background: The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic contributions to climate change, reducing the impact of farming activities is a priority since it is responsible for up to 18% of global greenhouse gas emissions. To this end, we tested whether ruminal and stool microbiome components could be used as biomarkers for methane emission and feed efficiency in bovine by studying 52 Brazilian Nelore bulls belonging to two feed intervention treatment groups, that is, conventional and by-product-based diets. Results: We identified a total of 5,693 amplicon sequence variants (ASVs) in the Nelore bulls? microbiomes. A Differential abundance analysis with the ANCOM approach identified 30 bacterial and 15 archaeal ASVs as differentially abundant (DA) among treatment groups. An association analysis using Maaslin2 software and a linear mixed model indicated that bacterial ASVs are linked to the host?s residual methane emission (RCH4) and residual feed intake (RFI) phenotype variation, suggesting their potential as targets for interventions or biomarkers. Conclusion: The feed composition induced significant differences in both abundance and richness of ruminal and stool microbial populations in ruminants of the Nelore breed. The industrial by-product-based dietary treatment applied to our experimental groups influenced the microbiome diversity of bacteria and archaea but not of protozoa. ASVs were associated with RCH4 emission and RFI in ruminal and stool microbiomes. While ruminal ASVs were expected to influence CH4 emission and RFI, the relationship of stool taxa, such as Alistipes and Rikenellaceae (gut group RC9), with these traits was not reported before and might be associated with host health due to their link to anti-inflammatory compounds. Overall, the ASVs associated here have the potential to be used as biomarkers for these complex phenotypes.
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spelling Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.AssociationFeed efficiencyMethane emissionBactériaBos IndicusArchaeaBiomarkersBackground: The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic contributions to climate change, reducing the impact of farming activities is a priority since it is responsible for up to 18% of global greenhouse gas emissions. To this end, we tested whether ruminal and stool microbiome components could be used as biomarkers for methane emission and feed efficiency in bovine by studying 52 Brazilian Nelore bulls belonging to two feed intervention treatment groups, that is, conventional and by-product-based diets. Results: We identified a total of 5,693 amplicon sequence variants (ASVs) in the Nelore bulls? microbiomes. A Differential abundance analysis with the ANCOM approach identified 30 bacterial and 15 archaeal ASVs as differentially abundant (DA) among treatment groups. An association analysis using Maaslin2 software and a linear mixed model indicated that bacterial ASVs are linked to the host?s residual methane emission (RCH4) and residual feed intake (RFI) phenotype variation, suggesting their potential as targets for interventions or biomarkers. Conclusion: The feed composition induced significant differences in both abundance and richness of ruminal and stool microbial populations in ruminants of the Nelore breed. The industrial by-product-based dietary treatment applied to our experimental groups influenced the microbiome diversity of bacteria and archaea but not of protozoa. ASVs were associated with RCH4 emission and RFI in ruminal and stool microbiomes. While ruminal ASVs were expected to influence CH4 emission and RFI, the relationship of stool taxa, such as Alistipes and Rikenellaceae (gut group RC9), with these traits was not reported before and might be associated with host health due to their link to anti-inflammatory compounds. Overall, the ASVs associated here have the potential to be used as biomarkers for these complex phenotypes.BRUNO G. N. ANDRADE, Munster Technological UniversityFLAVIA ALINE BRESSANI DONATONI, CPPSERAFAEL R. C. CUADRAT, German Institute of Human Nutrition Potsdam-Rehbrücke (DIfE), Nuthetal, GermanyTAINÃ F. CARDOSO, FUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULOJESSICA M. MALHEIROS, UNIVERSIDADE FEDERAL DE SÃO CARLOSPRISCILA S. N. DE OLIVEIRA, UNIVERSIDADE FEDERAL DE SÃO CARLOSJULIANA PETRINI, UNIVERSIDADE DE SÃO PAULOGERSON B. MOURÃO, UNIVERSIDADE DE SÃO PAULOLUIZ L. COUTINHO, UNIVERSIDADE DE SÃO PAULOJAMES M. REECY, Iowa State UniversityJAMES E. KOLTES, Iowa State UniversityADHEMAR ZERLOTINI NETO, CNPTIASERGIO RAPOSO DE MEDEIROS, CPPSEALEXANDRE BERNDT, CPPSEJULIO CESAR PASCALE PALHARES, CPPSEHAITHEM AFLI, Munster Technological UniversityLUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.ANDRADE, B. G. N.DONATONI, F. A. B.CUADRAT, R. R.CARDOSO, T. F.MALHEIROS, J. M.OLIVEIRA, P. S. N. DEPETRINI, J.MOURÃO, G. B.COUTINHO, L. L.REECY, J. M.KOLTES, J. E.ZERLOTINI NETO, A.MEDEIROS, S. R. deBERNDT, A.PALHARES, J. C. P.AFLI, H.REGITANO, L. C. de A.2022-08-31T17:19:52Z2022-08-31T17:19:52Z2022-08-312022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article12 p.Frontiers in Genetics, v. 13, 812828, may, 2022.http://www.alice.cnptia.embrapa.br/alice/handle/doc/114592510.3389/fgene.2022.812828enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2022-08-31T17:20:00Zoai:www.alice.cnptia.embrapa.br:doc/1145925Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542022-08-31T17:20falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542022-08-31T17:20Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
title Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
spellingShingle Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
ANDRADE, B. G. N.
Association
Feed efficiency
Methane emission
Bactéria
Bos Indicus
Archaea
Biomarkers
title_short Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
title_full Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
title_fullStr Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
title_full_unstemmed Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
title_sort Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
author ANDRADE, B. G. N.
author_facet ANDRADE, B. G. N.
DONATONI, F. A. B.
CUADRAT, R. R.
CARDOSO, T. F.
MALHEIROS, J. M.
OLIVEIRA, P. S. N. DE
PETRINI, J.
MOURÃO, G. B.
COUTINHO, L. L.
REECY, J. M.
KOLTES, J. E.
ZERLOTINI NETO, A.
MEDEIROS, S. R. de
BERNDT, A.
PALHARES, J. C. P.
AFLI, H.
REGITANO, L. C. de A.
author_role author
author2 DONATONI, F. A. B.
CUADRAT, R. R.
CARDOSO, T. F.
MALHEIROS, J. M.
OLIVEIRA, P. S. N. DE
PETRINI, J.
MOURÃO, G. B.
COUTINHO, L. L.
REECY, J. M.
KOLTES, J. E.
ZERLOTINI NETO, A.
MEDEIROS, S. R. de
BERNDT, A.
PALHARES, J. C. P.
AFLI, H.
REGITANO, L. C. de A.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv BRUNO G. N. ANDRADE, Munster Technological University
FLAVIA ALINE BRESSANI DONATONI, CPPSE
RAFAEL R. C. CUADRAT, German Institute of Human Nutrition Potsdam-Rehbrücke (DIfE), Nuthetal, Germany
TAINÃ F. CARDOSO, FUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULO
JESSICA M. MALHEIROS, UNIVERSIDADE FEDERAL DE SÃO CARLOS
PRISCILA S. N. DE OLIVEIRA, UNIVERSIDADE FEDERAL DE SÃO CARLOS
JULIANA PETRINI, UNIVERSIDADE DE SÃO PAULO
GERSON B. MOURÃO, UNIVERSIDADE DE SÃO PAULO
LUIZ L. COUTINHO, UNIVERSIDADE DE SÃO PAULO
JAMES M. REECY, Iowa State University
JAMES E. KOLTES, Iowa State University
ADHEMAR ZERLOTINI NETO, CNPTIA
SERGIO RAPOSO DE MEDEIROS, CPPSE
ALEXANDRE BERNDT, CPPSE
JULIO CESAR PASCALE PALHARES, CPPSE
HAITHEM AFLI, Munster Technological University
LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.
dc.contributor.author.fl_str_mv ANDRADE, B. G. N.
DONATONI, F. A. B.
CUADRAT, R. R.
CARDOSO, T. F.
MALHEIROS, J. M.
OLIVEIRA, P. S. N. DE
PETRINI, J.
MOURÃO, G. B.
COUTINHO, L. L.
REECY, J. M.
KOLTES, J. E.
ZERLOTINI NETO, A.
MEDEIROS, S. R. de
BERNDT, A.
PALHARES, J. C. P.
AFLI, H.
REGITANO, L. C. de A.
dc.subject.por.fl_str_mv Association
Feed efficiency
Methane emission
Bactéria
Bos Indicus
Archaea
Biomarkers
topic Association
Feed efficiency
Methane emission
Bactéria
Bos Indicus
Archaea
Biomarkers
description Background: The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic contributions to climate change, reducing the impact of farming activities is a priority since it is responsible for up to 18% of global greenhouse gas emissions. To this end, we tested whether ruminal and stool microbiome components could be used as biomarkers for methane emission and feed efficiency in bovine by studying 52 Brazilian Nelore bulls belonging to two feed intervention treatment groups, that is, conventional and by-product-based diets. Results: We identified a total of 5,693 amplicon sequence variants (ASVs) in the Nelore bulls? microbiomes. A Differential abundance analysis with the ANCOM approach identified 30 bacterial and 15 archaeal ASVs as differentially abundant (DA) among treatment groups. An association analysis using Maaslin2 software and a linear mixed model indicated that bacterial ASVs are linked to the host?s residual methane emission (RCH4) and residual feed intake (RFI) phenotype variation, suggesting their potential as targets for interventions or biomarkers. Conclusion: The feed composition induced significant differences in both abundance and richness of ruminal and stool microbial populations in ruminants of the Nelore breed. The industrial by-product-based dietary treatment applied to our experimental groups influenced the microbiome diversity of bacteria and archaea but not of protozoa. ASVs were associated with RCH4 emission and RFI in ruminal and stool microbiomes. While ruminal ASVs were expected to influence CH4 emission and RFI, the relationship of stool taxa, such as Alistipes and Rikenellaceae (gut group RC9), with these traits was not reported before and might be associated with host health due to their link to anti-inflammatory compounds. Overall, the ASVs associated here have the potential to be used as biomarkers for these complex phenotypes.
publishDate 2022
dc.date.none.fl_str_mv 2022-08-31T17:19:52Z
2022-08-31T17:19:52Z
2022-08-31
2022
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Frontiers in Genetics, v. 13, 812828, may, 2022.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1145925
10.3389/fgene.2022.812828
identifier_str_mv Frontiers in Genetics, v. 13, 812828, may, 2022.
10.3389/fgene.2022.812828
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1145925
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 12 p.
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
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instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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